Fold 0
Model 0 best validation binary_cross_entropy = 0.256286 on epoch 46
Model 0 test binary_cross_entropy = 0.183475
Ensemble test binary_cross_entropy = 0.183475
Fold 1
Model 0 best validation binary_cross_entropy = 0.270219 on epoch 34
Model 0 test binary_cross_entropy = 0.171303
Ensemble test binary_cross_entropy = 0.171303
Fold 2
Model 0 best validation binary_cross_entropy = 0.262964 on epoch 25
Model 0 test binary_cross_entropy = 0.177341
Ensemble test binary_cross_entropy = 0.177341
Fold 3
Model 0 best validation binary_cross_entropy = 0.275943 on epoch 30
Model 0 test binary_cross_entropy = 0.226705
Ensemble test binary_cross_entropy = 0.226705
Fold 4
Model 0 best validation binary_cross_entropy = 0.289703 on epoch 43
Model 0 test binary_cross_entropy = 0.167744
Ensemble test binary_cross_entropy = 0.167744
Fold 5
Model 0 best validation binary_cross_entropy = 0.225167 on epoch 24
Model 0 test binary_cross_entropy = 0.197010
Ensemble test binary_cross_entropy = 0.197010
Fold 6
Model 0 best validation binary_cross_entropy = 0.236773 on epoch 21
Model 0 test binary_cross_entropy = 0.210249
Ensemble test binary_cross_entropy = 0.210249
Fold 7
Model 0 best validation binary_cross_entropy = 0.260686 on epoch 38
Model 0 test binary_cross_entropy = 0.207512
Ensemble test binary_cross_entropy = 0.207512
Fold 8
Model 0 best validation binary_cross_entropy = 0.237900 on epoch 19
Model 0 test binary_cross_entropy = 0.187627
Ensemble test binary_cross_entropy = 0.187627
Fold 9
Model 0 best validation binary_cross_entropy = 0.270928 on epoch 15
Model 0 test binary_cross_entropy = 0.234550
Ensemble test binary_cross_entropy = 0.234550
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.183475
	Seed 1 ==> test binary_cross_entropy = 0.171303
	Seed 2 ==> test binary_cross_entropy = 0.177341
	Seed 3 ==> test binary_cross_entropy = 0.226705
	Seed 4 ==> test binary_cross_entropy = 0.167744
	Seed 5 ==> test binary_cross_entropy = 0.197010
	Seed 6 ==> test binary_cross_entropy = 0.210249
	Seed 7 ==> test binary_cross_entropy = 0.207512
	Seed 8 ==> test binary_cross_entropy = 0.187627
	Seed 9 ==> test binary_cross_entropy = 0.234550
Overall test binary_cross_entropy = 0.196352 +/- 0.021789
Elapsed time = 0:06:17
Fold 0
Model 0 best validation binary_cross_entropy = 0.256286 on epoch 46
Model 0 test binary_cross_entropy = 0.183475
Ensemble test binary_cross_entropy = 0.183475
Fold 1
Model 0 best validation binary_cross_entropy = 0.270219 on epoch 34
Model 0 test binary_cross_entropy = 0.171303
Ensemble test binary_cross_entropy = 0.171303
Fold 2
Model 0 best validation binary_cross_entropy = 0.262964 on epoch 25
Model 0 test binary_cross_entropy = 0.177341
Ensemble test binary_cross_entropy = 0.177341
Fold 3
Model 0 best validation binary_cross_entropy = 0.275943 on epoch 30
Model 0 test binary_cross_entropy = 0.226705
Ensemble test binary_cross_entropy = 0.226705
Fold 4
Model 0 best validation binary_cross_entropy = 0.289703 on epoch 43
Model 0 test binary_cross_entropy = 0.167744
Ensemble test binary_cross_entropy = 0.167744
Fold 5
Model 0 best validation binary_cross_entropy = 0.225167 on epoch 24
Model 0 test binary_cross_entropy = 0.197010
Ensemble test binary_cross_entropy = 0.197010
Fold 6
Model 0 best validation binary_cross_entropy = 0.236773 on epoch 21
Model 0 test binary_cross_entropy = 0.210249
Ensemble test binary_cross_entropy = 0.210249
Fold 7
Model 0 best validation binary_cross_entropy = 0.260686 on epoch 38
Model 0 test binary_cross_entropy = 0.207512
Ensemble test binary_cross_entropy = 0.207512
Fold 8
Model 0 best validation binary_cross_entropy = 0.237900 on epoch 19
Model 0 test binary_cross_entropy = 0.187627
Ensemble test binary_cross_entropy = 0.187627
Fold 9
Model 0 best validation binary_cross_entropy = 0.270928 on epoch 15
Model 0 test binary_cross_entropy = 0.234550
Ensemble test binary_cross_entropy = 0.234550
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.183475
	Seed 1 ==> test binary_cross_entropy = 0.171303
	Seed 2 ==> test binary_cross_entropy = 0.177341
	Seed 3 ==> test binary_cross_entropy = 0.226705
	Seed 4 ==> test binary_cross_entropy = 0.167744
	Seed 5 ==> test binary_cross_entropy = 0.197010
	Seed 6 ==> test binary_cross_entropy = 0.210249
	Seed 7 ==> test binary_cross_entropy = 0.207512
	Seed 8 ==> test binary_cross_entropy = 0.187627
	Seed 9 ==> test binary_cross_entropy = 0.234550
Overall test binary_cross_entropy = 0.196352 +/- 0.021789
Elapsed time = 0:06:15
